{"id":"W3161302656","doi":"10.1097/iae.0000000000003203","title":"TAP AND INJECT VERSUS PARS PLANA VITRECTOMY FOR POSTPROCEDURAL ENDOPHTHALMITIS","year":2021,"lang":"en","type":"review","venue":"Retina","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Kensington Health; University of Toronto; University Health Network; University of British Columbia; Queen's University","funders":"","keywords":"Pars plana; Vitrectomy; Medicine; Endophthalmitis; Ophthalmology; Meta-analysis; Antimicrobial; Relative risk; Surgery; Visual acuity; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006399293,0.0003132649,0.0011908,0.0001181701,0.00009136172,0.00003166692,0.00003927411,0.0002210055,0.00007839929],"category_scores_gemma":[0.0001728292,0.0002421182,0.0004666169,0.0001924553,0.00003578715,0.00002625968,0.00003850336,0.0001941211,0.00002778435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303949,"about_ca_system_score_gemma":0.0002371268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049739,"about_ca_topic_score_gemma":0.000003012385,"domain_scores_codex":[0.9989243,0.00004776406,0.0002616564,0.0003997146,0.0001202435,0.0002463337],"domain_scores_gemma":[0.9991987,0.0002297721,0.0001239941,0.0002580456,0.00006495968,0.0001245167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005713343,0.0001394704,0.0003421464,0.01176966,0.001093423,0.0009723022,0.00001454352,7.52681e-9,4.468981e-7,0.0001117279,0.0007235879,0.9847755],"study_design_scores_gemma":[0.001902044,0.000688815,0.00007241083,0.007568153,0.003977615,0.006640911,0.00001688351,7.204297e-7,0.000007000063,0.00000377882,0.9788985,0.0002232049],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006488204,0.9916244,0.000002325955,0.00002259057,0.0004167256,0.001346719,0.000153913,0.00004398655,0.005740567],"genre_scores_gemma":[0.0005900449,0.9964939,0.0004421407,0.00001264834,0.0002321966,0.0004419532,0.0009517684,0.00005889068,0.0007764474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9845523,"threshold_uncertainty_score":0.9873295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109172092867731,"score_gpt":0.4324427918538751,"score_spread":0.321525582567102,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}